Recently, the model-based approach demonstrated good results in solving complex RL tasks by having a better sample efficiency. Specifically, the Dreamer algorithm [1]} was able to solve MuJoCo tasks from pixels significantly faster and better than model-free algorithms like D4PG and A3C.
